Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
← Back to detail66% similar · travel × native
Why is your fatigued creative losing to its twin?
7 high-impact attribute differences
Your fatigued creativeWatch
38Health
Fly smarter#500670 · discount · discover
ROAS9.01×
CTR0.49%
CVR5.0%
⟷
Twin winnerScale
77Health
Last-minute savings#500126 · celebrity · watch now
ROAS10.42×
CTR0.68%
CVR6.5%
Vision insight · preview
Reduce visual clutter for higher engagement.
The winning creative has significantly less visual clutter (0.124 vs 0.341). This attribute correlates with higher engagement in the travel cohort, as the winner achieved a 0.0068 CTR compared to the source’s 0.0049. Simplifying the image will likely improve performance.
Confidence 95% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpactthemediscountcelebrity→hook typediscoverwatch now→cta textLearn moreGet offer→text density0.540.28↓clutter score0.340.12↓novelty score0.690.79↑has discount badge10↓
Winning patterns in this cohort
3 of 50 top performers · travel / native+944%in 67% of winners
Cta: Shop now67% of top performers in this cohort use this CTA; 6% of the rest do.+348%in 67% of winners
Tone: adventurous67% of top performers in this cohort use this tone; 15% of the rest do.+57%in 67% of winners
Price prominently shown67% of winners surface the price up front. Eliminates the biggest dropout step in the funnel.